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M.Sc. · Generative Design Systems · Spring 2024

CFD Vegetation Study

Airflow · Air Quality · Ansys Discovery · Kırkçeşme Historic Park

Year

2024

Type

CFD Simulation
Environmental Analysis

Tools

Ansys Discovery
Student Edition

Course

Generative Design
Systems in Arch.

A computational fluid dynamics study investigating the role of vegetation in modulating airflow and improving air quality at Balıklı Square, Kırkçeşme Historic Park. The site presents a specific microclimatic challenge: the adjacent E80 Freeway, situated at a higher elevation than the park, generates polluted downwash gusts directed toward the public space below.

Three scenarios were modelled and compared in Ansys Discovery Student Edition — a baseline with no vegetation, a single row of trees, and a double row. Each tree was modelled at 5m radius, 10m height, and 2m canopy clearance from ground, approximating a mature specimen. The simplified geometry was chosen to accommodate the computational limits of a standard student laptop while preserving the essential aerodynamic behavior.

The study quantifies velocity reduction, pressure distribution, and particle dispersion patterns across all three configurations, producing evidence-based recommendations for vegetation placement as a wind barrier strategy in urban landscape design. It directly extends the design logic already embedded in the Kırkçeşme Historic Park project.

Screen Recording — Ansys Discovery

Live Simulation Walkthrough

The recording demonstrates the Ansys Discovery environment in real time — particle seeding, velocity vector fields, and pressure map transitions across all three scenarios. It captures the iterative CFD workflow: modifying geometry, re-running the solver, and reading output maps within a single session.

Site Context

The Problem

Highway Wind & Topographic Downdraft

The E80 Freeway sits at a higher elevation than Kırkçeşme Historic Park, creating a topographic funnel that channels vehicle-generated polluted air directly into the public square below. This downwash effect was identified during the research and development phase of the original Kırkçeşme design as the primary environmental threat to visitor comfort.

Dense-foliage vegetation was incorporated into the park design as a physical barrier between the highway edge and the public area. This CFD study was created to scientifically validate that decision — testing whether the tree placement strategy meaningfully alters airflow velocity, particle dispersion, and pressure distribution at human scale.

CFD Simulation

Baseline — Scenario 0 · No Vegetation

Baseline — Scenario 0

No Vegetation

Without vegetation, airflow moves uniformly across the site with no significant obstruction. Particle dispersion follows the primary wind direction — spreading evenly from the E80 source across the square. The velocity heatmap shows consistently high wind speeds across the entire area, with no sheltered zones at human scale.

The topographic placement of the square in a lower valley creates a natural low-pressure zone, drawing in air from the highway above. This baseline establishes the worst-case condition: maximum wind exposure, no particulate capture, and no carbon sequestration contribution. All subsequent scenarios are measured against this reference state.

Side ProfilePlan ViewPressure Map

Scenario 1

Single Row of Trees

A single row of trees creates a clear windbreak effect — airflow speed immediately behind the barrier drops significantly. The side profile and plan view both show deflection and increased turbulence around each tree crown, which diversifies particle dispersion rather than allowing straight-line transmission across the square.

This configuration proved most effective for generating a human-scale comfort zone within the square. The trees additionally function as natural filters, trapping particulate matter and absorbing NOx and CO2. Of the two vegetated scenarios tested, the single row produced the most beneficial wind reduction profile — the initial break is the most impactful intervention.

Side ProfilePlan ViewPressure Map

Scenario 2

Double Row of Trees

The double row creates a more pronounced physical barrier, reducing airflow behind both lines of trees. However, the simulation reveals an unintended consequence: turbulent air accelerated by the first row is channeled over the flat crown surface of the second row, creating elevated wind velocity at the upper edge of the square — a trade-off not visible in single-row conditions.

Despite this, the double row increases overall air purification capacity — more canopy surface means greater particulate capture and higher carbon sequestration. The configuration functions well as an environmental buffer at the perimeter, but requires careful positioning to avoid redirecting accelerated airflow toward occupied zones.

Side ProfilePlan ViewPressure Map
Discussion

Key Finding

Single Row: Optimal for Human Comfort

The single row of trees emerged as the most effective configuration for creating a sheltered human-scale comfort zone in the square. The initial wind break produces the greatest velocity reduction, and the absence of a second row avoids the turbulence amplification observed in Scenario 2.

For the Kırkçeşme design context, this validates the choice of a single dense vegetation line between the E80 boundary and the main public space — achieving maximum comfort benefit with minimum canopy mass.

Limitations & Future Work

Model Simplification & Next Steps

The model was deliberately simplified — uniform tree geometry, flat terrain — to run within the constraints of a student laptop. This limits direct correspondence with real-world conditions, particularly regarding terrain complexity and wind direction variability.

Future research should incorporate realistic terrain models, multiple wind directions, and varied species geometry. Higher-resolution simulations via cloud computing or workstation hardware would enable full-scale CFD validation — and field measurements could cross-check simulation outputs against live sensor data.

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